Google Play ASO Scraper — Reviews, Rankings, Competitors
Pricing
from $3.40 / 1,000 app data results
All-in-one Google Play intelligence: app details + ratings histogram, reviews (star/date filters), keyword rankings with ASO popularity/difficulty/opportunity scores, top charts, similar-apps competitor maps, permissions, install & revenue estimates. Multi-country batching, no login/proxies/browser.
Record type
type
Optional
Which mode produced this row: 'app' (app-details), 'review', 'search-result', 'chart-entry' (top-charts), 'similar-app', 'permissions', or 'diagnostic' (a single explanatory row emitted when a run produced no data).
App ID
appId
Optional
Package name of the app this row is about (e.g. com.spotify.music). Present on every row.
Store country
country
Optional
Play Store country front (gl param) the row was fetched from. Present on every row regardless of mode.
App title
title
Optional
App display name. app-details and top-charts/search-result rows; null on review rows.
Description
description
Optional
Full app store description text. app-details mode, and search-result rows (short snippet).
Description (HTML)
descriptionHTML
Optional
HTML-formatted description snippet. Only present on search-result rows (dropped from full app-details rows to save space).
Short summary
summary
Optional
One-line app tagline. app-details and top-charts (full-detail) rows.
Installs (display)
installs
Optional
Human-readable install-count bucket as shown on the store page, e.g. '10,000,000+'. app-details / search-result rows.
Min installs
minInstalls
Optional
Lower bound of the installs bucket as an integer. app-details rows only.
Real installs
realInstalls
Optional
Google's more precise install estimate when available. app-details rows only; often null.
Installs estimate
installsEstimate
Optional
Single best point estimate of the app's install count as an integer, derived from data already on the record: Google's precise 'realInstalls' when present, else 'minInstalls', else the numeric value parsed from the 'installs' display bucket. app-details rows, and the enriched 'app' object on top-charts/search/similar rows when fullDetail is on.
Revenue estimate (paid downloads)
revenueEstimate
Optional
Rough gross paid-download revenue estimate = price x installsEstimate, in the store's local currency. Populated only for paid apps; null for free apps (their in-app-purchase and ad revenue is not exposed publicly, so it is not fabricated). Same rows as installsEstimate.
Average rating
score
Optional
Average star rating (0-5). app-details rows; also used as the individual review's star rating on review rows, and as an app's rating on search-result / chart-entry / similar-app rows.
Ratings count
ratings
Optional
Total number of ratings the app has received. app-details rows only.
Reviews count
reviews
Optional
Total number of written reviews the app has received. app-details rows only (not to be confused with 'review' mode rows, which are individual reviews).
Ratings histogram (counts)
ratingsHistogram
Optional
Map of star rating ('1'..'5') to raw count of that rating. app-details rows only; present only when the store page exposed a 5-bucket histogram.
Ratings histogram (percent)
ratingsHistogramPct
Optional
Map of star rating ('1'..'5') to percentage (0-100) of total ratings. app-details rows only; present only when the store page exposed a 5-bucket histogram.
Price
price
Optional
App price in the store's local currency (0 for free apps). app-details, search-result, chart-entry rows.
Is free
free
Optional
True if the app has no upfront price. app-details, search-result, chart-entry rows.
Currency
currency
Optional
ISO currency code for 'price'. app-details, search-result, chart-entry rows.
On sale
sale
Optional
Whether the app is currently discounted. app-details rows only; frequently null (store rarely exposes this).
Sale time
saleTime
Optional
Raw, unprocessed sale-window value passed through verbatim from the underlying scraping library's extraction path (no cast/lambda is applied, unlike the sibling 'sale' field). Shape is whatever the Play Store's raw JSON node contains at that path — commonly null, but can be a scalar, a nested array (e.g. a [seconds, nanos]-style pair), or an object. app-details rows only, usually null.
Original price
originalPrice
Optional
Pre-discount price, when the app is on sale. app-details rows only; usually null.
Sale text
saleText
Optional
Store's human-readable sale label (e.g. '50% off'). app-details rows only; usually null.
Offers in-app purchases
offersIAP
Optional
Whether the app lists in-app purchases. app-details rows only.
IAP price range
inAppProductPrice
Optional
Display string for the in-app purchase price range (e.g. '$0.99 - $99.99'). app-details rows only.
Developer name
developer
Optional
Publisher/developer display name. app-details, search-result, chart-entry rows.
Developer ID
developerId
Optional
Store developer account id (from the developer's Play Store URL). app-details rows only.
Developer email
developerEmail
Optional
Support email listed on the store page. app-details rows only; frequently null.
Developer website
developerWebsite
Optional
Developer's website URL. app-details rows only; frequently null.
Developer address
developerAddress
Optional
Developer's registered address as shown on the store page. app-details rows only; frequently null.
Privacy policy URL
privacyPolicy
Optional
Link to the app's privacy policy. app-details rows only; frequently null.
Genre
genre
Optional
Primary store category display name (e.g. 'Music & Audio'). app-details and search-result rows.
Genre ID
genreId
Optional
Primary store category machine id (e.g. 'MUSIC_AND_AUDIO'). app-details rows only.
Categories
categories
Optional
All store categories the app is listed under, each as {name, id}. app-details rows only.
Icon URL
icon
Optional
App icon image URL. app-details, search-result, chart-entry rows.
Header image URL
headerImage
Optional
Store listing header/banner image URL. app-details rows only.
Promo video URL
video
Optional
Store listing promo video URL, if any. app-details and search-result rows; frequently null.
Promo video thumbnail URL
videoImage
Optional
Thumbnail image for 'video'. app-details and search-result rows; frequently null.
Content rating
contentRating
Optional
Age/content rating label (e.g. 'Teen'). app-details rows only.
Content rating description
contentRatingDescription
Optional
Longer text explaining the content rating. app-details rows only; frequently null.
Ad supported
adSupported
Optional
Whether the store page flags the app as containing ads. app-details rows only.
Contains ads
containsAds
Optional
Same signal as 'adSupported' from a different store field; kept separate since the two occasionally disagree. app-details rows only.
Release date
released
Optional
Original release date as a display string (e.g. 'Jan 1, 2020'). app-details rows only.
Last updated (display)
lastUpdatedOn
Optional
Human-readable last-update date string. app-details rows only; frequently null.
Last updated (epoch)
updated
Optional
Last-update timestamp as Unix epoch seconds. app-details rows only.
Version
version
Optional
Current app version string, or 'Varies with device'. app-details rows only.
Store URL
url
Optional
Direct Play Store URL for the app. app-details, chart-entry, and similar-app rows.
Review ID
reviewId
Optional
Store-internal id of the review. review-mode rows only.
Reviewer name
userName
Optional
Display name of the reviewer. review-mode rows only.
Review text
content
Optional
Body text of the review. review-mode rows only.
Thumbs-up count
thumbsUpCount
Optional
Number of users who found the review helpful. review-mode rows only.
App version at review time
reviewCreatedVersion
Optional
App version the reviewer had installed when they wrote the review. review-mode rows only; frequently null.
Review date
at
Optional
ISO-8601 timestamp the review was posted. review-mode rows only.
Developer reply text
replyContent
Optional
Developer's reply to the review, if any. review-mode rows only; null when there is no reply.
Reply date
repliedAt
Optional
ISO-8601 timestamp of the developer's reply. review-mode rows only; null when there is no reply.
App version (reviews)
appVersion
Optional
App version associated with the review (duplicate of reviewCreatedVersion in the underlying library). review-mode rows only.
Search query
query
Optional
The keyword searched. search-result rows only.
Rank
rank
Optional
1-based position in the result list — search ranking for search-result rows, chart position for chart-entry rows, or relative order for similar-app rows.
Screenshot URLs
screenshots
Optional
List of screenshot image URLs. Only present on search-result rows (dropped from app-details rows to save space).
ASO popularity score (0-100)
popularityScore
Optional
Keyword-level ASO traffic/demand estimate (0-100): install mass concentrated at the top of this keyword's results (mean normalised install base of the top 3 apps, log10 scaled). Higher = the keyword's leaders command bigger install bases. Same value on every search-result row of the same query. search-result rows only.
ASO difficulty score (0-100)
difficultyScore
Optional
Keyword-level ASO competition estimate (0-100): overall strength of the leading field for this keyword (75% install authority + 25% rating quality, averaged over the top 10 results). Higher = harder to rank. Same value on every search-result row of the same query. search-result rows only.
ASO opportunity score (0-100)
opportunityScore
Optional
Keyword-level ASO opportunity estimate (0-100): high demand against low competition (popularity discounted by difficulty). Higher = more attractive keyword to target. Same value on every search-result row of the same query. search-result rows only.
Keyword results count
resultsCount
Optional
Number of apps returned for this keyword — a breadth-of-competition signal feeding the ASO scores. Same value on every search-result row of the same query. search-result rows only.
Keyword average rating
avgScore
Optional
Mean star rating (0-5) of the top results for this keyword. Same value on every search-result row of the same query. search-result rows only.
Chart collection
collection
Optional
Which top chart this entry came from: TOP_FREE, TOP_PAID, or GROSSING. chart-entry rows only.
Chart category
category
Optional
Store category the chart was fetched for (e.g. APPLICATION, GAME). chart-entry rows only.
Rating (display)
scoreText
Optional
Human-readable star rating string as shown on the chart. chart-entry rows only.
Source app ID
sourceAppId
Optional
The app that this related app was found alongside. similar-app rows only.
Relation type
relation
Optional
How this app relates to sourceAppId: 'similar' (Similar apps carousel) or 'more-by-developer'. similar-app rows only.
Enriched app detail
app
Optional
Full app-details object (same shape as an app-details row) nested under this row. Only present when the 'fullDetail' input option is enabled, on search-result, chart-entry, and similar-app rows.
App permissions
permissions
Optional
Android permissions the app requests, grouped by permission category: a map of group name (e.g. 'Location', 'Camera', 'Contacts') to the list of human-readable permission strings in that group. permissions-mode rows only.
Permission group count
permissionGroups
Optional
Number of permission groups the app requests. permissions-mode rows only.
Total permission count
permissionCount
Optional
Total number of individual permissions across all groups. permissions-mode rows only.
Diagnostic note
note
Optional
Human-readable explanation, present only on 'diagnostic' rows — a single row emitted when a run produced no data (e.g. missing/invalid input), so the run still succeeds with a clear reason instead of an unexplained empty dataset.
